Laboratory of Living Matter and Center for Studies of Physics and Biology, The Rockefeller University, New York, NY 10065;
The Simons Center for Systems Biology, Institute for Advanced Study, Princeton, NJ 08540.
Proc Natl Acad Sci U S A. 2019 Jul 23;116(30):14852-14861. doi: 10.1073/pnas.1901055116. Epub 2019 Jul 10.
The dynamics of ecological change following a major perturbation, known as succession, are influenced by random processes. Direct quantitation of the degree of contingency in succession requires chronological study of replicate ecosystems. We previously found that population dynamics in carefully controlled, replicated synthetic microbial ecosystems were strongly deterministic over several months. Here, we present simplified, two-species microbial ecosystems consisting of algae and ciliates, imaged in toto at single-cell resolution with fluorescence microscopy over a period of 1 to 2 weeks. To directly study succession in these ecosystems, we deliberately varied the initial cell abundances over replicates and quantified the ensuing dynamics. The distribution of abundance trajectories rapidly converged to a nearly deterministic path, with small fluctuations, despite variations in initial conditions, environmental perturbations, and intrinsic noise, indicative of homeorhesis. Homeorhesis was also observed for certain phenotypic variables, such as partitioning of the ciliates into distinct size classes and clumping of the algae. Although the mechanism of homeorhesis observed in these synthetic ecosystems remains to be elucidated, it is clear that it must emerge from the ways each species controls its own internal states, with respect to a diverse set of environmental conditions and ecological interactions.
在经历重大干扰(称为演替)后,生态变化的动态受随机过程的影响。直接定量演替过程中的偶然性程度需要对重复生态系统进行历时研究。我们之前发现,经过精心控制和重复的合成微生物生态系统中的种群动态在数月内具有很强的决定性。在这里,我们展示了简化的、由藻类和纤毛虫组成的两种微生物生态系统,通过荧光显微镜以单细胞分辨率在 1 到 2 周内进行整体成像。为了直接研究这些生态系统中的演替,我们故意在重复实验中改变初始细胞丰度,并量化随后的动态。尽管存在初始条件、环境干扰和内在噪声的变化,但丰度轨迹的分布迅速收敛到一个几乎确定性的路径,只有小的波动,表明同形性。同形性也观察到某些表型变量,例如纤毛虫分为不同大小类群的划分和藻类的聚集。尽管在这些合成生态系统中观察到的同形性机制仍有待阐明,但很明显,它必须源于每个物种如何根据一组多样化的环境条件和生态相互作用来控制自身的内部状态。